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Gesture Recognition: A Survey
Mitra, S.; Acharya, T.;
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Volume 37,
Issue 3,
May 2007
Page(s):311
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324
Abstract:
Gesture recognition pertains to recognizing meaningful expressions of motion by a human, involving the hands, arms, face, head, and/or body. It is of utmost importance in designing an intelligent and efficient human-computer interface. The applications of gesture recognition are manifold, ranging from sign language through medical rehabilitation to virtual reality. In this paper, we provide a survey on gesture recognition with particular emphasis on hand gestures and facial expressions. Applications involving hidden Markov models, particle filtering and condensation, finite-state machines, optical flow, skin color, and connectionist models are discussed in detail. Existing challenges and future research possibilities are also highlighted
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